Reason for declining

I live in a house that I rent from my parents. I’m looking for a new roommate but want to make sure I feel that person is a good fit for the household. While looking for potential roommates do I have to give a specific reason for rejecting someone interested in the room? Could legal action be taken if I decline someone while still looking for someone else I feel more comfortable renting the room to?